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本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
CNN based single speaker localization
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Code for PCN: Point Completion Network in 3DV'18 (Oral)
The official implementation of "Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images". (Xie et al., ICCV 2019)
Collection of reproducible deep learning for compressive sensing
Single/multi view image(s) to voxel reconstruction using a recurrent neural network
无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL
This project contains a list of interesting research papers in the field of GenAI
A curated list of modern Generative Artificial Intelligence projects and services
A curation list of Awesome LLM/FM for wireless communication and networking papers, including applications, benchmarks, datasets, codes/implementations, and related resources.
Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)
Speech separation with utterance-level PIT experiments
Deep-learning-based implementation of the popular Hungarian algorithm that helps solve the assignment problem.
Visual Simultaneous Localization and Mapping using the Probability Hypothesis Density filter
GM-PHD filter implementation in python (Gaussian mixture probability hypothesis density filter)
Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)
Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.
A collection for Paper/code for Wireless Communication Optimization Problems with PyTorch based DL
Must-read papers on graph neural networks (GNN)
A collection of 3D reconstruction papers in the deep learning era.
List of projects for 3d reconstruction
Deep Learning for Distributed Channel Feedback and Multiuser Precoding in FDD Massive MIMO.